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Volumn , Issue , 2009, Pages 505-512

Learning Markov logic network structure via hypergraph lifting

Author keywords

[No Author keywords available]

Indexed keywords

FIRST-ORDER; HYPEREDGES; HYPERGRAPH; LOCAL OPTIMA; LOGIC AND PROBABILITY; MARKOV LOGIC NETWORKS; MARKOV NETWORKS; PSEUDO-LIKELIHOOD; REAL-WORLD DATASETS; RELATIONAL DATABASE; STATE-OF-THE-ART APPROACH;

EID: 71149102017     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (71)

References (20)
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  • 3
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  • 6
    • 56449093057 scopus 로고    scopus 로고
    • Discriminative structure and parameter learning for Markov logic networks
    • Huynh, T. N., & Mooney, R. J. (2008). Discriminative structure and parameter learning for Markov logic networks. 25th Int. Conf. on Mach. Learn. (pp. 416-423).
    • (2008) 25th Int. Conf. on Mach. Learn , pp. 416-423
    • Huynh, T.N.1    Mooney, R.J.2
  • 7
    • 31844432693 scopus 로고    scopus 로고
    • Learning the structure of Markov logic networks
    • Kok, S., & Domingos, P. (2005). Learning the structure of Markov logic networks. 22th Int. Conf. on Mach. Learn. (pp. 441-448).
    • (2005) 22th Int. Conf. on Mach. Learn , pp. 441-448
    • Kok, S.1    Domingos, P.2
  • 9
    • 56049102891 scopus 로고    scopus 로고
    • Extracting semantic networks from text via relational clustering
    • Kok, S., & Domingos, P. (2008). Extracting semantic networks from text via relational clustering. 19th Euro. Conf. on Mach. Learn. (pp. 624-639).
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    • Kok, S.1    Domingos, P.2
  • 10
    • 33749545442 scopus 로고    scopus 로고
    • The Alchemy system for statistical relational AI
    • Dept. of Comp. Sei. & Eng, Univ. of Washington, Seattle, Seattle, WA
    • Kok, S., Sumner, M., Richardson, M., Singla, P., Poon, H., Lowd, D., Wang, J., & Domingos, P. (2009). The Alchemy system for statistical relational AI (Technical Report). Dept. of Comp. Sei. & Eng., Univ. of Washington, Seattle, WA.
    • (2009) Technical Report
    • Kok, S.1    Sumner, M.2    Richardson, M.3    Singla, P.4    Poon, H.5    Lowd, D.6    Wang, J.7    Domingos, P.8
  • 11
    • 34547988135 scopus 로고    scopus 로고
    • Bottom-up learning of Markov logic network structure
    • Mihalkova, L., & Mooney, R. J. (2007). Bottom-up learning of Markov logic network structure. 24th Int. Conf. on Mach. Learn. (pp. 625-632).
    • (2007) 24th Int. Conf. on Mach. Learn , pp. 625-632
    • Mihalkova, L.1    Mooney, R.J.2
  • 12
    • 84957053329 scopus 로고
    • Machine invention of first-order predicates by inverting resolution
    • Muggleton, S., & Buntine, W. (1988). Machine invention of first-order predicates by inverting resolution. 5th Int. Conf. on Mach. Learn. (pp. 339-352).
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    • Muggleton, S.1    Buntine, W.2
  • 13
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    • Efficient induction in logic programs
    • S. Muggleton Ed
    • Muggleton, S., & Feng, C. (1992). Efficient induction in logic programs. In S. Muggleton (Ed.), Inductive logic programming, 281-298.
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    • Muggleton, S.1    Feng, C.2
  • 15
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    • Sound and efficient inference with probabilistic and deterministic dependencies
    • Poon, H., & Domingos, P. (2006). Sound and efficient inference with probabilistic and deterministic dependencies. 21st Nat. Conf. on Art. Intel. (pp. 458-463).
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  • 18
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    • Richardson, M.1    Domingos, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.